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A globally convergent frequency estimator of a sinusoidal signal with a time-varying amplitude

机译:具有时变幅度的正弦信号的全局收敛频率估计器

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摘要

The paper considers the problem of continuous-time online frequency estimation for a sinusoidal signal with a time-varying amplitude, where the latter is given by a known function of time multiplied by an unknown constant. To solve the problem a novel parameterization method is applied yielding linear regression with three unknown constant parameters. Next, two estimation algorithms are proposed, where the first is based on the conventional gradient approach, and a recently presented dynamic regressor extension and mixing procedure is used for the second. Global exponential convergence of the suggested frequency estimator is established, and the obtained performance is illustrated with simulations. (C) 2017 European Control Association. Published by Elsevier Ltd. All rights reserved.
机译:本文考虑了具有时变幅度的正弦信号的连续时间在线频率估计问题,后者由已知的时间函数乘以未知的常数给出。为了解决该问题,应用了一种新颖的参数化方法,该方法可以产生带有三个未知常数参数的线性回归。接下来,提出了两种估计算法,其中第一种基于常规梯度方法,而最近提出的动态回归扩展和混合过程则用于第二种。建立了建议频率估计器的全局指数收敛性,并通过仿真说明了获得的性能。 (C)2017欧洲控制协会。由Elsevier Ltd.出版。保留所有权利。

著录项

  • 来源
    《European Journal of Control》 |2017年第11期|32-38|共7页
  • 作者单位

    ITMO Univ, Dept Control Syst & Informat, Kronverkskiy Pr 49, St Petersburg 197101, Russia;

    St Petersburg State Univ, Dept Comp Applicat & Syst, 7-9 Univ Skaya Nab, St Petersburg 199034, Russia;

    ITMO Univ, Dept Control Syst & Informat, Kronverkskiy Pr 49, St Petersburg 197101, Russia|Hangzhou Dianzi Univ, Hangzhou 310018, Zhejiang, Peoples R China;

    ITMO Univ, Dept Control Syst & Informat, Kronverkskiy Pr 49, St Petersburg 197101, Russia;

    ITMO Univ, Dept Control Syst & Informat, Kronverkskiy Pr 49, St Petersburg 197101, Russia|CentraleSupelec IETR, Equipe Automat, Ave Boulaie CS 47601, F-35576 Cesson Sevigne, France;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Online frequency estimation; Continuous-time estimation; A globally convergent estimator;

    机译:在线频率估计;连续时间估计;全局收敛估计器;

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